Mental fatigue assessment by an arbitrary channel EEG based on morphological features and LSTM-CNN
出版年份 2023 全文链接
标题
Mental fatigue assessment by an arbitrary channel EEG based on morphological features and LSTM-CNN
作者
关键词
-
出版物
COMPUTERS IN BIOLOGY AND MEDICINE
Volume -, Issue -, Pages 107652
出版商
Elsevier BV
发表日期
2023-11-07
DOI
10.1016/j.compbiomed.2023.107652
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- The superiority verification of morphological features in the EEG-based assessment of depression
- (2022) Xiaolong Wu et al. JOURNAL OF NEUROSCIENCE METHODS
- CoSleepNet: Automated sleep staging using a hybrid CNN-LSTM network on imbalanced EEG-EOG datasets
- (2022) Enes Efe et al. Biomedical Signal Processing and Control
- Decreased resting-state alpha-band activation and functional connectivity after sleep deprivation
- (2021) Jintao Wu et al. Scientific Reports
- Research on Channel Selection and Multi-Feature Fusion of EEG Signals for Mental Fatigue Detection
- (2021) Quan Liu et al. Entropy
- A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEG
- (2021) Jian Cui et al. METHODS
- Adaptive Filtering for Improved EEG-Based Mental Workload Assessment of Ambulant Users
- (2021) Olivier Rosanne et al. Frontiers in Neuroscience
- Fatigue driving recognition based on deep learning and graph neural network
- (2021) Zhiqiang Lin et al. Biomedical Signal Processing and Control
- Driver fatigue detection based on prefrontal EEG using multi-entropy measures and hybrid model
- (2021) Jianliang Min et al. Biomedical Signal Processing and Control
- Detecting Dynamic Behavior of Brain Fatigue Through 3-D-CNN-LSTM
- (2021) Edmond Q. Wu et al. IEEE Transactions on Systems Man Cybernetics-Systems
- Rapid adaptation of brain–computer interfaces to new neuronal ensembles or participants via generative modelling
- (2021) Shixian Wen et al. Nature Biomedical Engineering
- The electroencephalographic features of the sleep onset process and their experimental manipulation with sleep deprivation and transcranial electrical stimulation protocols
- (2020) Maurizio Gorgoni et al. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS
- Inter-subject transfer learning for EEG-based mental fatigue recognition
- (2020) Yisi Liu et al. ADVANCED ENGINEERING INFORMATICS
- Cascaded LSTM recurrent neural network for automated sleep stage classification using single-channel EEG signals
- (2019) Nicola Michielli et al. COMPUTERS IN BIOLOGY AND MEDICINE
- A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures
- (2019) Yong Yu et al. NEURAL COMPUTATION
- Multiplexing of Theta and Alpha Rhythms in the Amygdala-Hippocampal Circuit Supports Pattern Separation of Emotional Information
- (2019) Jie Zheng et al. NEURON
- Exploring the fatigue affecting electroencephalography based functional brain networks during real driving in young males
- (2019) Jichi Chen et al. NEUROPSYCHOLOGIA
- EEG-Based Spatio–Temporal Convolutional Neural Network for Driver Fatigue Evaluation
- (2019) Zhongke Gao et al. IEEE Transactions on Neural Networks and Learning Systems
- Pre-service fatigue screening for construction workers through wearable EEG-based signal spectral analysis
- (2019) Heng Li et al. AUTOMATION IN CONSTRUCTION
- Distinguishing mental attention states of humans via an EEG-based passive BCI using machine learning methods
- (2019) Çiğdem İnan Acı et al. EXPERT SYSTEMS WITH APPLICATIONS
- Using EEG for Mental Fatigue Assessment: A Comprehensive Look Into the Current State of the Art
- (2019) Thiago Gabriel Monteiro et al. IEEE Transactions on Human-Machine Systems
- Automated detection of driver fatigue based on EEG signals using gradient boosting decision tree model
- (2018) Jianfeng Hu et al. Cognitive Neurodynamics
- Single-channel-based automatic drowsiness detection architecture with a reduced number of EEG features
- (2018) Ibtissem Belakhdar et al. MICROPROCESSORS AND MICROSYSTEMS
- Study on Feature Selection Methods for Depression Detection Using Three-Electrode EEG Data
- (2018) Hanshu Cai et al. Interdisciplinary Sciences-Computational Life Sciences
- Assessment of driver drowsiness using electroencephalogram signals based on multiple functional brain networks
- (2018) Jichi Chen et al. INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY
- Multiplex limited penetrable horizontal visibility graph from EEG signals for driver fatigue detection
- (2018) Qing Cai et al. International Journal of Neural Systems
- Portable Drowsiness Detection through Use of a Prefrontal Single-Channel Electroencephalogram
- (2018) Mikito Ogino et al. SENSORS
- How Physical Activities Affect Mental Fatigue Based on EEG Energy, Connectivity, and Complexity
- (2018) Rui Xu et al. Frontiers in Neurology
- Algorithm for automatic EEG classification according to the epilepsy type: Benign focal childhood epilepsy and structural focal epilepsy
- (2018) Andrius Vytautas Misiukas Misiūnas et al. Biomedical Signal Processing and Control
- Making group inferences using sparse representation of resting-state functional mRI data with application to sleep deprivation
- (2017) Hui Shen et al. HUMAN BRAIN MAPPING
- A New Method for Human Mental Fatigue Detection with Several EEG Channels
- (2017) Gang Li et al. Journal of Medical and Biological Engineering
- Assessment of driving fatigue based on intra/inter-region phase synchronization
- (2017) Wanzeng Kong et al. NEUROCOMPUTING
- Resting state and personality component (BIS/BAS) predict the brain activity (EEG and fNIRS measure) in response to emotional cues
- (2017) Michela Balconi et al. Brain and Behavior
- A Fast EEG Forecasting Algorithm for Phase-Locked Transcranial Electrical Stimulation of the Human Brain
- (2017) Farrokh Mansouri et al. Frontiers in Neuroscience
- Neural correlates of increased risk-taking propensity in sleep-deprived people along with a changing risk level
- (2016) Yu Lei et al. Brain Imaging and Behavior
- EEG index for control operators’ mental fatigue monitoring using interactions between brain regions
- (2016) Sylvie Charbonnier et al. EXPERT SYSTEMS WITH APPLICATIONS
- The Theta-Gamma Neural Code
- (2013) John E. Lisman et al. NEURON
- Effect of mental fatigue on the central nervous system: an electroencephalography study
- (2012) Masaaki Tanaka et al. Behavioral and Brain Functions
- Regional brain wave activity changes associated with fatigue
- (2012) Ashley Craig et al. PSYCHOPHYSIOLOGY
- Shifts in gamma phase–amplitude coupling frequency from theta to alpha over posterior cortex during visual tasks
- (2011) Bradley Voytek Frontiers in Human Neuroscience
- Evaluation of driver fatigue on two channels of EEG data
- (2011) Wei Li et al. NEUROSCIENCE LETTERS
- EEG-based mental fatigue measurement using multi-class support vector machines with confidence estimate
- (2008) Kai-Quan Shen et al. CLINICAL NEUROPHYSIOLOGY
- Using EEG spectral components to assess algorithms for detecting fatigue
- (2008) Budi Thomas Jap et al. EXPERT SYSTEMS WITH APPLICATIONS
- Assessing transient cross-frequency coupling in EEG data
- (2007) Michael X Cohen JOURNAL OF NEUROSCIENCE METHODS
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started